When to Use - Creating an Aura instance (CLI, REST API, Python, Terraform) - Pausing, resuming, resizing, or deleting an instance - Downloading initial credentials from creation response - Polling instance status: → - Setting up CI/CD provisioning or teardown pipelines - Choosing instance tier (Free vs Professional vs Business Critical vs VDC) When NOT to Use - Cypher queries against running DB → - GDS algorithms on Aura → (Pro with plugin) or (serverless) - neo4j-admin / cypher-shell → - Application driver setup → use a language driver skill (python, javascript, java, go, dotnet) --- Instanc…